{"id":"W4392589941","doi":"10.3389/fmolb.2024.1352781","title":"Illumination of understudied ciliary kinases","year":2024,"lang":"en","type":"article","venue":"Frontiers in Molecular Biosciences","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Structural Genomics Consortium; University of Toronto; McGill University; Discovery Centre; Montreal Neurological Institute and Hospital","funders":"National Center for Advancing Translational Sciences; Gillings School of Public Health; Genentech; Ontario Genomics; National Institutes of Health; Ontario Genomics Institute; National Cancer Institute; European Federation of Pharmaceutical Industries and Associations; Merck KGaA; Fundação de Amparo à Pesquisa do Estado de São Paulo; Genome Canada; Pfizer; U.S. Department of Defense; McGill University; Bayer","keywords":"Ciliogenesis; Cilium; Kinase; Ciliopathies; Biology; Cell biology; Cyclin-dependent kinase; Neuroscience; Genetics; Cancer; Gene; Cell cycle; Phenotype","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660617,0.000103448,0.0001093024,0.000154205,0.00003154515,0.0000229123,0.0002027773,0.00006646574,0.000005940316],"category_scores_gemma":[0.0001090029,0.00009322631,0.00007770824,0.0003608766,0.0003270259,0.000005027676,0.00006282243,0.00003603309,0.000001855282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000129752,"about_ca_system_score_gemma":0.0001484395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001261679,"about_ca_topic_score_gemma":0.000005367817,"domain_scores_codex":[0.9990884,0.0000468772,0.0001619495,0.0003383093,0.0001904436,0.0001740048],"domain_scores_gemma":[0.9997151,0.000005267743,0.0000291684,0.0001638221,0.00003106416,0.0000555943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002294776,0.00007730391,0.007515725,0.00009465277,0.00004267976,0.00002908225,0.000109051,0.0001179223,0.9749464,0.0002952337,0.01176025,0.004988762],"study_design_scores_gemma":[0.0003038857,0.000345433,0.008355785,0.0001139814,0.00004060613,0.000006968112,0.001914653,0.001304435,0.9729369,0.002682852,0.01166915,0.0003253088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173936,0.02139224,0.05712282,0.0003748143,0.001189413,0.0001939924,0.00002710569,0.00001845034,0.002287567],"genre_scores_gemma":[0.9946156,0.0004028698,0.004610307,0.0001192914,0.0000298173,0.00001124163,0.00002418245,0.000008358518,0.0001783239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07722202,"threshold_uncertainty_score":0.3801658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005380084378830418,"score_gpt":0.236752953139193,"score_spread":0.2313728687603626,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}